Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 16810 |
| Missing cells | 50812 |
| Missing cells (%) | 10.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 23 |
date has a high cardinality: 3499 distinct values | High cardinality |
team1 has a high cardinality: 101 distinct values | High cardinality |
team2 has a high cardinality: 108 distinct values | High cardinality |
qb1 has a high cardinality: 625 distinct values | High cardinality |
qb2 has a high cardinality: 642 distinct values | High cardinality |
elo1_pre is highly correlated with elo1_post and 2 other fields | High correlation |
elo2_pre is highly correlated with elo2_post and 2 other fields | High correlation |
elo_prob1 is highly correlated with elo_prob2 and 2 other fields | High correlation |
elo_prob2 is highly correlated with elo_prob1 and 2 other fields | High correlation |
elo1_post is highly correlated with elo1_pre and 2 other fields | High correlation |
elo2_post is highly correlated with elo2_pre and 2 other fields | High correlation |
qbelo1_pre is highly correlated with elo1_pre and 2 other fields | High correlation |
qbelo2_pre is highly correlated with elo2_pre and 2 other fields | High correlation |
qb1_value_pre is highly correlated with qb1_value_post | High correlation |
qb2_value_pre is highly correlated with qb2_value_post | High correlation |
qbelo_prob1 is highly correlated with elo_prob1 and 2 other fields | High correlation |
qbelo_prob2 is highly correlated with elo_prob1 and 2 other fields | High correlation |
qb1_value_post is highly correlated with qb1_value_pre | High correlation |
qb2_value_post is highly correlated with qb2_value_pre | High correlation |
qbelo1_post is highly correlated with elo1_pre and 2 other fields | High correlation |
qbelo2_post is highly correlated with elo2_pre and 2 other fields | High correlation |
neutral is highly correlated with playoff | High correlation |
playoff is highly correlated with neutral | High correlation |
playoff has 16220 (96.5%) missing values | Missing |
qbelo1_pre has 2162 (12.9%) missing values | Missing |
qbelo2_pre has 2162 (12.9%) missing values | Missing |
qb1 has 2162 (12.9%) missing values | Missing |
qb2 has 2162 (12.9%) missing values | Missing |
qb1_value_pre has 2162 (12.9%) missing values | Missing |
qb2_value_pre has 2162 (12.9%) missing values | Missing |
qb1_adj has 2162 (12.9%) missing values | Missing |
qb2_adj has 2162 (12.9%) missing values | Missing |
qbelo_prob1 has 2162 (12.9%) missing values | Missing |
qbelo_prob2 has 2162 (12.9%) missing values | Missing |
qb1_game_value has 2162 (12.9%) missing values | Missing |
qb2_game_value has 2162 (12.9%) missing values | Missing |
qb1_value_post has 2162 (12.9%) missing values | Missing |
qb2_value_post has 2162 (12.9%) missing values | Missing |
qbelo1_post has 2162 (12.9%) missing values | Missing |
qbelo2_post has 2162 (12.9%) missing values | Missing |
score1 has 552 (3.3%) zeros | Zeros |
score2 has 967 (5.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-16 01:44:39.340967 |
|---|---|
| Analysis finished | 2021-04-16 01:45:36.821951 |
| Duration | 57.48 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 3499 |
|---|---|
| Distinct (%) | 20.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| 2012-01-01 | 16 |
|---|---|
| 2008-12-28 | 16 |
| 2016-01-03 | 16 |
| 2018-12-30 | 16 |
| 2017-12-31 | 16 |
| Other values (3494) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 168100 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1522 ? |
|---|---|
| Unique (%) | 9.1% |
Sample
| 1st row | 1920-09-26 |
|---|---|
| 2nd row | 1920-10-03 |
| 3rd row | 1920-10-03 |
| 4th row | 1920-10-03 |
| 5th row | 1920-10-03 |
| Value | Count | Frequency (%) |
| 2012-01-01 | 16 | 0.1% |
| 2008-12-28 | 16 | 0.1% |
| 2016-01-03 | 16 | 0.1% |
| 2018-12-30 | 16 | 0.1% |
| 2017-12-31 | 16 | 0.1% |
| 2013-12-29 | 16 | 0.1% |
| 2017-01-01 | 16 | 0.1% |
| 2010-01-03 | 16 | 0.1% |
| 2005-01-02 | 16 | 0.1% |
| 2012-12-30 | 16 | 0.1% |
| Other values (3489) | 16650 |
| Value | Count | Frequency (%) |
| 2012-01-01 | 16 | 0.1% |
| 2008-12-28 | 16 | 0.1% |
| 2016-01-03 | 16 | 0.1% |
| 2018-12-30 | 16 | 0.1% |
| 2017-12-31 | 16 | 0.1% |
| 2013-12-29 | 16 | 0.1% |
| 2017-01-01 | 16 | 0.1% |
| 2010-01-03 | 16 | 0.1% |
| 2005-01-02 | 16 | 0.1% |
| 2012-12-30 | 16 | 0.1% |
| Other values (3489) | 16650 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| - | 33620 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 3.4% |
| 7 | 5395 | 3.2% |
| 6 | 5058 | 3.0% |
| 3 | 4644 | 2.8% |
| 4 | 4061 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 134480 | |
| Dash Punctuation | 33620 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 4.2% |
| 7 | 5395 | 4.0% |
| 6 | 5058 | 3.8% |
| 3 | 4644 | 3.5% |
| 4 | 4061 | 3.0% |
| 5 | 3935 | 2.9% |
| Value | Count | Frequency (%) |
| - | 33620 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 168100 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| - | 33620 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 3.4% |
| 7 | 5395 | 3.2% |
| 6 | 5058 | 3.0% |
| 3 | 4644 | 2.8% |
| 4 | 4061 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 168100 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 41245 | |
| - | 33620 | |
| 0 | 25162 | |
| 9 | 20187 | |
| 2 | 19127 | |
| 8 | 5666 | 3.4% |
| 7 | 5395 | 3.2% |
| 6 | 5058 | 3.0% |
| 3 | 4644 | 2.8% |
| 4 | 4061 | 2.4% |
season
Real number (ℝ≥0)
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1983.619393 |
|---|---|
| Minimum | 1920 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1920 |
|---|---|
| 5-th percentile | 1930 |
| Q1 | 1968 |
| median | 1988 |
| Q3 | 2005 |
| 95-th percentile | 2017 |
| Maximum | 2020 |
| Range | 100 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 25.87218417 |
|---|---|
| Coefficient of variation (CV) | 0.01304291754 |
| Kurtosis | -0.37265495 |
| Mean | 1983.619393 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.6635571224 |
| Sum | 33344642 |
| Variance | 669.3699136 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) |
| 2020 | 269 | 1.6% |
| 2015 | 267 | 1.6% |
| 2012 | 267 | 1.6% |
| 2007 | 267 | 1.6% |
| 2005 | 267 | 1.6% |
| 2008 | 267 | 1.6% |
| 2004 | 267 | 1.6% |
| 2009 | 267 | 1.6% |
| 2019 | 267 | 1.6% |
| 2003 | 267 | 1.6% |
| Other values (91) | 14138 |
| Value | Count | Frequency (%) |
| 1920 | 90 | |
| 1921 | 66 | |
| 1922 | 74 | |
| 1923 | 88 | |
| 1924 | 80 |
| Value | Count | Frequency (%) |
| 2020 | 269 | |
| 2019 | 267 | |
| 2018 | 267 | |
| 2017 | 267 | |
| 2016 | 267 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| 0 | |
|---|---|
| 1 | 92 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16810 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 16810 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16810 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16810 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 16718 | |
| 1 | 92 | 0.5% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 16220 |
| Missing (%) | 96.5% |
| Memory size | 131.5 KiB |
| d | |
|---|---|
| w | |
| c | |
| s |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 590 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | c |
|---|---|
| 2nd row | c |
| 3rd row | c |
| 4th row | c |
| 5th row | c |
| Value | Count | Frequency (%) |
| d | 226 | 1.3% |
| w | 156 | 0.9% |
| c | 153 | 0.9% |
| s | 55 | 0.3% |
| (Missing) | 16220 |
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| d | 226 | |
| w | 156 | |
| c | 153 | |
| s | 55 | 9.3% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| CHI | 752 |
|---|---|
| NYG | 725 |
| GB | 724 |
| ARI | 680 |
| DET | 659 |
| Other values (96) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.816537775 |
| Min length | 2 |
Characters and Unicode
| Total characters | 47346 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | RII |
|---|---|
| 2nd row | CBD |
| 3rd row | CHI |
| 4th row | RII |
| 5th row | DAY |
| Value | Count | Frequency (%) |
| CHI | 752 | 4.5% |
| NYG | 725 | 4.3% |
| GB | 724 | 4.3% |
| ARI | 680 | 4.0% |
| DET | 659 | 3.9% |
| WSH | 658 | 3.9% |
| PIT | 648 | 3.9% |
| PHI | 642 | 3.8% |
| LAR | 609 | 3.6% |
| SF | 590 | 3.5% |
| Other values (91) | 10123 |
| Value | Count | Frequency (%) |
| chi | 752 | 4.5% |
| nyg | 725 | 4.3% |
| gb | 724 | 4.3% |
| ari | 680 | 4.0% |
| det | 659 | 3.9% |
| wsh | 658 | 3.9% |
| pit | 648 | 3.9% |
| phi | 642 | 3.8% |
| lar | 609 | 3.6% |
| sf | 590 | 3.5% |
| Other values (91) | 10123 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (16) | 14478 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 47345 | |
| Decimal Number | 1 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (15) | 14477 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47345 | |
| Common | 1 | < 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (15) | 14477 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47346 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 4898 | 10.3% |
| I | 4749 | 10.0% |
| N | 4731 | 10.0% |
| C | 3092 | 6.5% |
| E | 3067 | 6.5% |
| L | 2910 | 6.1% |
| T | 2679 | 5.7% |
| D | 2334 | 4.9% |
| H | 2249 | 4.8% |
| B | 2159 | 4.6% |
| Other values (16) | 14478 |
| Distinct | 108 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 131.5 KiB |
| GB | 720 |
|---|---|
| ARI | 704 |
| CHI | 703 |
| NYG | 677 |
| DET | 642 |
| Other values (103) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.817965497 |
| Min length | 2 |
Characters and Unicode
| Total characters | 47370 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | STP |
|---|---|
| 2nd row | PTQ |
| 3rd row | MUT |
| 4th row | MUN |
| 5th row | COL |
| Value | Count | Frequency (%) |
| GB | 720 | 4.3% |
| ARI | 704 | 4.2% |
| CHI | 703 | 4.2% |
| NYG | 677 | 4.0% |
| DET | 642 | 3.8% |
| WSH | 635 | 3.8% |
| PIT | 634 | 3.8% |
| PHI | 630 | 3.7% |
| LAR | 623 | 3.7% |
| SF | 569 | 3.4% |
| Other values (98) | 10273 |
| Value | Count | Frequency (%) |
| gb | 720 | 4.3% |
| ari | 704 | 4.2% |
| chi | 703 | 4.2% |
| nyg | 677 | 4.0% |
| det | 642 | 3.8% |
| wsh | 635 | 3.8% |
| pit | 634 | 3.8% |
| phi | 630 | 3.7% |
| lar | 623 | 3.7% |
| sf | 569 | 3.4% |
| Other values (98) | 10273 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (16) | 14393 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 47369 | |
| Decimal Number | 1 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (15) | 14392 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47369 | |
| Common | 1 | < 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (15) | 14392 |
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47370 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 5052 | 10.7% |
| N | 4717 | 10.0% |
| I | 4680 | 9.9% |
| C | 3115 | 6.6% |
| E | 3043 | 6.4% |
| L | 3018 | 6.4% |
| T | 2654 | 5.6% |
| D | 2356 | 5.0% |
| H | 2194 | 4.6% |
| B | 2148 | 4.5% |
| Other values (16) | 14393 |
| Distinct | 16462 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.818325 |
|---|---|
| Minimum | 1119.595 |
| Maximum | 1839.663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1119.595 |
|---|---|
| 5-th percentile | 1327.8175 |
| Q1 | 1429.490394 |
| median | 1504.603 |
| Q3 | 1578.372582 |
| 95-th percentile | 1672.105309 |
| Maximum | 1839.663 |
| Range | 720.068 |
| Interquartile range (IQR) | 148.882188 |
Descriptive statistics
| Standard deviation | 105.0422755 |
|---|---|
| Coefficient of variation (CV) | 0.06989685561 |
| Kurtosis | -0.3502584782 |
| Mean | 1502.818325 |
| Median Absolute Deviation (MAD) | 74.3525 |
| Skewness | -0.09101007731 |
| Sum | 25262376.05 |
| Variance | 11033.87964 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300 | 46 | 0.3% |
| 1368.333 | 3 | < 0.1% |
| 1473.98 | 3 | < 0.1% |
| 1413.889 | 3 | < 0.1% |
| 1569.545 | 2 | < 0.1% |
| 1383.717 | 2 | < 0.1% |
| 1577.93 | 2 | < 0.1% |
| 1393.459 | 2 | < 0.1% |
| 1522.743 | 2 | < 0.1% |
| 1512.201 | 2 | < 0.1% |
| Other values (16452) | 16743 |
| Value | Count | Frequency (%) |
| 1119.595 | 1 | |
| 1136.995 | 1 | |
| 1147.317 | 1 | |
| 1150.087 | 1 | |
| 1153.902 | 1 |
| Value | Count | Frequency (%) |
| 1839.663 | 1 | |
| 1831.462 | 1 | |
| 1824.224 | 1 | |
| 1821.815 | 1 | |
| 1810.502 | 1 |
| Distinct | 16449 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1499.215536 |
|---|---|
| Minimum | 1156.551 |
| Maximum | 1849.484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1156.551 |
|---|---|
| 5-th percentile | 1323.443493 |
| Q1 | 1426.062 |
| median | 1500.7065 |
| Q3 | 1576.15875 |
| 95-th percentile | 1667.133823 |
| Maximum | 1849.484 |
| Range | 692.933 |
| Interquartile range (IQR) | 150.09675 |
Descriptive statistics
| Standard deviation | 104.455655 |
|---|---|
| Coefficient of variation (CV) | 0.06967354087 |
| Kurtosis | -0.3978377632 |
| Mean | 1499.215536 |
| Median Absolute Deviation (MAD) | 74.985 |
| Skewness | -0.09526302666 |
| Sum | 25201813.17 |
| Variance | 10910.98385 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300 | 46 | 0.3% |
| 1509.213 | 3 | < 0.1% |
| 1552.369 | 3 | < 0.1% |
| 1529.741 | 3 | < 0.1% |
| 1488.023 | 3 | < 0.1% |
| 1455.032 | 3 | < 0.1% |
| 1466.554 | 3 | < 0.1% |
| 1523.125 | 3 | < 0.1% |
| 1596.419 | 2 | < 0.1% |
| 1553.775 | 2 | < 0.1% |
| Other values (16439) | 16739 |
| Value | Count | Frequency (%) |
| 1156.551 | 1 | |
| 1165.716 | 1 | |
| 1166.933 | 1 | |
| 1169.344 | 1 | |
| 1172.916 | 1 |
| Value | Count | Frequency (%) |
| 1849.484 | 1 | |
| 1825.961 | 1 | |
| 1809.439 | 1 | |
| 1806.346 | 1 | |
| 1804.324 | 1 |
| Distinct | 16661 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5848954648 |
|---|---|
| Minimum | 0.0709532918 |
| Maximum | 0.9705164087 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.0709532918 |
|---|---|
| 5-th percentile | 0.2753582581 |
| Q1 | 0.4609668533 |
| median | 0.5966977469 |
| Q3 | 0.7196470275 |
| 95-th percentile | 0.8502683046 |
| Maximum | 0.9705164087 |
| Range | 0.8995631169 |
| Interquartile range (IQR) | 0.2586801742 |
Descriptive statistics
| Standard deviation | 0.175217634 |
|---|---|
| Coefficient of variation (CV) | 0.2995708542 |
| Kurtosis | -0.6328963156 |
| Mean | 0.5848954648 |
| Median Absolute Deviation (MAD) | 0.1291537543 |
| Skewness | -0.2763349206 |
| Sum | 9832.092763 |
| Variance | 0.03070121927 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5924662306 | 7 | < 0.1% |
| 0.8380675068 | 2 | < 0.1% |
| 0.6585724514 | 2 | < 0.1% |
| 0.5886580027 | 2 | < 0.1% |
| 0.4060765846 | 2 | < 0.1% |
| 0.670898775 | 2 | < 0.1% |
| 0.7555954299 | 2 | < 0.1% |
| 0.6863423931 | 2 | < 0.1% |
| 0.8349857138 | 2 | < 0.1% |
| 0.7617230227 | 2 | < 0.1% |
| Other values (16651) | 16785 |
| Value | Count | Frequency (%) |
| 0.0709532918 | 1 | |
| 0.07404012884 | 1 | |
| 0.08764807694 | 1 | |
| 0.1037496924 | 1 | |
| 0.1059191077 | 1 |
| Value | Count | Frequency (%) |
| 0.9705164087 | 1 | |
| 0.9645780571 | 1 | |
| 0.9621425027 | 1 | |
| 0.9567554917 | 1 | |
| 0.9565612056 | 1 |
| Distinct | 16661 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4151045352 |
|---|---|
| Minimum | 0.02948359131 |
| Maximum | 0.9290467082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.02948359131 |
|---|---|
| 5-th percentile | 0.1497316954 |
| Q1 | 0.2803529725 |
| median | 0.4033022531 |
| Q3 | 0.5390331467 |
| 95-th percentile | 0.7246417419 |
| Maximum | 0.9290467082 |
| Range | 0.8995631169 |
| Interquartile range (IQR) | 0.2586801742 |
Descriptive statistics
| Standard deviation | 0.175217634 |
|---|---|
| Coefficient of variation (CV) | 0.4221048414 |
| Kurtosis | -0.6328963156 |
| Mean | 0.4151045352 |
| Median Absolute Deviation (MAD) | 0.1291537543 |
| Skewness | 0.2763349206 |
| Sum | 6977.907237 |
| Variance | 0.03070121927 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4075337694 | 7 | < 0.1% |
| 0.2168023071 | 2 | < 0.1% |
| 0.4135907473 | 2 | < 0.1% |
| 0.1757879027 | 2 | < 0.1% |
| 0.3396926404 | 2 | < 0.1% |
| 0.2220434003 | 2 | < 0.1% |
| 0.1650142862 | 2 | < 0.1% |
| 0.7122183214 | 2 | < 0.1% |
| 0.4730427461 | 2 | < 0.1% |
| 0.54261507 | 2 | < 0.1% |
| Other values (16651) | 16785 |
| Value | Count | Frequency (%) |
| 0.02948359131 | 1 | |
| 0.03542194285 | 1 | |
| 0.0378574973 | 1 | |
| 0.04324450833 | 1 | |
| 0.04343879442 | 1 |
| Value | Count | Frequency (%) |
| 0.9290467082 | 1 | |
| 0.9259598712 | 1 | |
| 0.9123519231 | 1 | |
| 0.8962503076 | 1 | |
| 0.8940808923 | 1 |
| Distinct | 16495 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.581784 |
|---|---|
| Minimum | 1119.595 |
| Maximum | 1849.484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1119.595 |
|---|---|
| 5-th percentile | 1323.4869 |
| Q1 | 1427.0375 |
| median | 1504.4145 |
| Q3 | 1580.8905 |
| 95-th percentile | 1675.19575 |
| Maximum | 1849.484 |
| Range | 729.889 |
| Interquartile range (IQR) | 153.853 |
Descriptive statistics
| Standard deviation | 107.6117241 |
|---|---|
| Coefficient of variation (CV) | 0.07161788146 |
| Kurtosis | -0.3754598783 |
| Mean | 1502.581784 |
| Median Absolute Deviation (MAD) | 76.905 |
| Skewness | -0.09235527703 |
| Sum | 25258399.79 |
| Variance | 11580.28316 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1422.721 | 3 | < 0.1% |
| 1480.412 | 3 | < 0.1% |
| 1488.023 | 3 | < 0.1% |
| 1466.554 | 3 | < 0.1% |
| 1670.567 | 2 | < 0.1% |
| 1534.185 | 2 | < 0.1% |
| 1691.489 | 2 | < 0.1% |
| 1464.131 | 2 | < 0.1% |
| 1596.181 | 2 | < 0.1% |
| 1373.803 | 2 | < 0.1% |
| Other values (16485) | 16786 |
| Value | Count | Frequency (%) |
| 1119.595 | 1 | |
| 1136.995 | 1 | |
| 1139.972 | 1 | |
| 1145.067 | 1 | |
| 1147.317 | 1 |
| Value | Count | Frequency (%) |
| 1849.484 | 1 | |
| 1839.663 | 1 | |
| 1825.961 | 1 | |
| 1824.224 | 1 | |
| 1821.815 | 1 |
| Distinct | 16552 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1499.452079 |
|---|---|
| Minimum | 1153.902 |
| Maximum | 1831.462 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1153.902 |
|---|---|
| 5-th percentile | 1320.376758 |
| Q1 | 1424.364 |
| median | 1500.787 |
| Q3 | 1577.14975 |
| 95-th percentile | 1670.0828 |
| Maximum | 1831.462 |
| Range | 677.56 |
| Interquartile range (IQR) | 152.78575 |
Descriptive statistics
| Standard deviation | 106.6445704 |
|---|---|
| Coefficient of variation (CV) | 0.07112235986 |
| Kurtosis | -0.399280129 |
| Mean | 1499.452079 |
| Median Absolute Deviation (MAD) | 76.392 |
| Skewness | -0.09220824329 |
| Sum | 25205789.45 |
| Variance | 11373.06439 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1427.462 | 3 | < 0.1% |
| 1500.787 | 3 | < 0.1% |
| 1479.362 | 3 | < 0.1% |
| 1510.41 | 3 | < 0.1% |
| 1442.082 | 2 | < 0.1% |
| 1496.642 | 2 | < 0.1% |
| 1670.285 | 2 | < 0.1% |
| 1624.899 | 2 | < 0.1% |
| 1728.216 | 2 | < 0.1% |
| 1530.062 | 2 | < 0.1% |
| Other values (16542) | 16786 |
| Value | Count | Frequency (%) |
| 1153.902 | 1 | |
| 1156.551 | 1 | |
| 1163.613 | 1 | |
| 1165.716 | 1 | |
| 1166.615 | 1 |
| Value | Count | Frequency (%) |
| 1831.462 | 1 | |
| 1824.295 | 1 | |
| 1816.506 | 1 | |
| 1810.502 | 1 | |
| 1809.439 | 1 |
| Distinct | 14636 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1504.129467 |
|---|---|
| Minimum | 1149.699743 |
| Maximum | 1806.39016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1149.699743 |
|---|---|
| 5-th percentile | 1336.72413 |
| Q1 | 1433.940308 |
| median | 1505.720834 |
| Q3 | 1574.571897 |
| 95-th percentile | 1667.632741 |
| Maximum | 1806.39016 |
| Range | 656.6904168 |
| Interquartile range (IQR) | 140.6315887 |
Descriptive statistics
| Standard deviation | 100.1581641 |
|---|---|
| Coefficient of variation (CV) | 0.06658879191 |
| Kurtosis | -0.3570398292 |
| Mean | 1504.129467 |
| Median Absolute Deviation (MAD) | 70.377696 |
| Skewness | -0.06508133542 |
| Sum | 22032488.43 |
| Variance | 10031.65783 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300 | 13 | 0.1% |
| 1568.710428 | 1 | < 0.1% |
| 1476.266139 | 1 | < 0.1% |
| 1331.685993 | 1 | < 0.1% |
| 1346.938779 | 1 | < 0.1% |
| 1425.039624 | 1 | < 0.1% |
| 1560.674318 | 1 | < 0.1% |
| 1455.407653 | 1 | < 0.1% |
| 1327.149529 | 1 | < 0.1% |
| 1598.001429 | 1 | < 0.1% |
| Other values (14626) | 14626 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1149.699743 | 1 | |
| 1171.971131 | 1 | |
| 1172.761385 | 1 | |
| 1178.619045 | 1 | |
| 1181.14977 | 1 |
| Value | Count | Frequency (%) |
| 1806.39016 | 1 | |
| 1800.256592 | 1 | |
| 1793.913721 | 1 | |
| 1792.062223 | 1 | |
| 1789.874163 | 1 |
| Distinct | 14642 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.829102 |
|---|---|
| Minimum | 1152.474651 |
| Maximum | 1814.366226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1152.474651 |
|---|---|
| 5-th percentile | 1336.829078 |
| Q1 | 1434.31213 |
| median | 1504.449776 |
| Q3 | 1574.782379 |
| 95-th percentile | 1660.70084 |
| Maximum | 1814.366226 |
| Range | 661.8915753 |
| Interquartile range (IQR) | 140.4702492 |
Descriptive statistics
| Standard deviation | 98.90252947 |
|---|---|
| Coefficient of variation (CV) | 0.06581089583 |
| Kurtosis | -0.3430604991 |
| Mean | 1502.829102 |
| Median Absolute Deviation (MAD) | 70.23489652 |
| Skewness | -0.1137080777 |
| Sum | 22013440.68 |
| Variance | 9781.710336 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300 | 7 | < 0.1% |
| 1399.081309 | 1 | < 0.1% |
| 1609.887539 | 1 | < 0.1% |
| 1360.054559 | 1 | < 0.1% |
| 1582.938479 | 1 | < 0.1% |
| 1563.510165 | 1 | < 0.1% |
| 1516.931111 | 1 | < 0.1% |
| 1595.203986 | 1 | < 0.1% |
| 1427.569707 | 1 | < 0.1% |
| 1499.179336 | 1 | < 0.1% |
| Other values (14632) | 14632 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1152.474651 | 1 | |
| 1162.565068 | 1 | |
| 1164.327676 | 1 | |
| 1165.281244 | 1 | |
| 1183.606181 | 1 |
| Value | Count | Frequency (%) |
| 1814.366226 | 1 | |
| 1798.835806 | 1 | |
| 1795.514049 | 1 | |
| 1789.559906 | 1 | |
| 1783.219349 | 1 |
| Distinct | 625 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Memory size | 131.5 KiB |
| Tom Brady | 179 |
|---|---|
| Brett Favre | 162 |
| Drew Brees | 154 |
| Peyton Manning | 151 |
| John Elway | 130 |
| Other values (620) |
Length
| Max length | 18 |
|---|---|
| Median length | 12 |
| Mean length | 11.93323321 |
| Min length | 7 |
Characters and Unicode
| Total characters | 174798 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 85 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Tommy Thompson |
|---|---|
| 2nd row | Norm Van Brocklin |
| 3rd row | Joe Gasparella |
| 4th row | Adrian Burk |
| 5th row | Tobin Rote |
| Value | Count | Frequency (%) |
| Tom Brady | 179 | 1.1% |
| Brett Favre | 162 | 1.0% |
| Drew Brees | 154 | 0.9% |
| Peyton Manning | 151 | 0.9% |
| John Elway | 130 | 0.8% |
| Dan Marino | 130 | 0.8% |
| Ben Roethlisberger | 129 | 0.8% |
| Eli Manning | 126 | 0.7% |
| Fran Tarkenton | 126 | 0.7% |
| Philip Rivers | 125 | 0.7% |
| Other values (615) | 13236 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| jim | 578 | 2.0% |
| steve | 570 | 1.9% |
| joe | 517 | 1.8% |
| john | 366 | 1.2% |
| manning | 347 | 1.2% |
| matt | 332 | 1.1% |
| ryan | 317 | 1.1% |
| dan | 298 | 1.0% |
| drew | 272 | 0.9% |
| tom | 255 | 0.9% |
| Other values (804) | 25545 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16296 | 9.3% |
| 14749 | 8.4% | |
| n | 13427 | 7.7% |
| a | 13244 | 7.6% |
| r | 12920 | 7.4% |
| o | 11008 | 6.3% |
| i | 9264 | 5.3% |
| l | 7430 | 4.3% |
| t | 7120 | 4.1% |
| s | 5561 | 3.2% |
| Other values (43) | 63779 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 129521 | |
| Uppercase Letter | 30159 | 17.3% |
| Space Separator | 14749 | 8.4% |
| Other Punctuation | 369 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 3467 | |
| J | 3197 | 10.6% |
| M | 2850 | 9.4% |
| D | 2281 | 7.6% |
| S | 2014 | 6.7% |
| T | 1925 | 6.4% |
| C | 1805 | 6.0% |
| R | 1796 | 6.0% |
| K | 1429 | 4.7% |
| G | 1219 | 4.0% |
| Other values (15) | 8176 |
| Value | Count | Frequency (%) |
| e | 16296 | |
| n | 13427 | |
| a | 13244 | |
| r | 12920 | |
| o | 11008 | 8.5% |
| i | 9264 | 7.2% |
| l | 7430 | 5.7% |
| t | 7120 | 5.5% |
| s | 5561 | 4.3% |
| y | 3884 | 3.0% |
| Other values (15) | 29367 |
| Value | Count | Frequency (%) |
| . | 241 | |
| ' | 128 |
| Value | Count | Frequency (%) |
| 14749 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 159680 | |
| Common | 15118 | 8.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 16296 | 10.2% |
| n | 13427 | 8.4% |
| a | 13244 | 8.3% |
| r | 12920 | 8.1% |
| o | 11008 | 6.9% |
| i | 9264 | 5.8% |
| l | 7430 | 4.7% |
| t | 7120 | 4.5% |
| s | 5561 | 3.5% |
| y | 3884 | 2.4% |
| Other values (40) | 59526 |
| Value | Count | Frequency (%) |
| 14749 | ||
| . | 241 | 1.6% |
| ' | 128 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 174798 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 16296 | 9.3% |
| 14749 | 8.4% | |
| n | 13427 | 7.7% |
| a | 13244 | 7.6% |
| r | 12920 | 7.4% |
| o | 11008 | 6.3% |
| i | 9264 | 5.3% |
| l | 7430 | 4.3% |
| t | 7120 | 4.1% |
| s | 5561 | 3.2% |
| Other values (43) | 63779 |
| Distinct | 642 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Memory size | 131.5 KiB |
| Tom Brady | 165 |
|---|---|
| Brett Favre | 160 |
| Drew Brees | 150 |
| Peyton Manning | 141 |
| Dan Marino | 128 |
| Other values (637) |
Length
| Max length | 18 |
|---|---|
| Median length | 12 |
| Mean length | 11.94074276 |
| Min length | 7 |
Characters and Unicode
| Total characters | 174908 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 85 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Otto Graham |
|---|---|
| 2nd row | Johnny Lujack |
| 3rd row | Charlie Conerly |
| 4th row | Sammy Baugh |
| 5th row | Bobby Layne |
| Value | Count | Frequency (%) |
| Tom Brady | 165 | 1.0% |
| Brett Favre | 160 | 1.0% |
| Drew Brees | 150 | 0.9% |
| Peyton Manning | 141 | 0.8% |
| Dan Marino | 128 | 0.8% |
| Philip Rivers | 127 | 0.8% |
| Ben Roethlisberger | 124 | 0.7% |
| Fran Tarkenton | 124 | 0.7% |
| John Elway | 122 | 0.7% |
| Eli Manning | 120 | 0.7% |
| Other values (632) | 13287 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| steve | 590 | 2.0% |
| jim | 586 | 2.0% |
| joe | 504 | 1.7% |
| john | 360 | 1.2% |
| matt | 347 | 1.2% |
| manning | 330 | 1.1% |
| ryan | 313 | 1.1% |
| dan | 289 | 1.0% |
| drew | 267 | 0.9% |
| jeff | 265 | 0.9% |
| Other values (821) | 25545 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16443 | 9.4% |
| 14748 | 8.4% | |
| n | 13261 | 7.6% |
| a | 13195 | 7.5% |
| r | 12932 | 7.4% |
| o | 11024 | 6.3% |
| i | 9225 | 5.3% |
| l | 7557 | 4.3% |
| t | 7140 | 4.1% |
| s | 5622 | 3.2% |
| Other values (44) | 63761 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 129652 | |
| Uppercase Letter | 30143 | 17.2% |
| Space Separator | 14748 | 8.4% |
| Other Punctuation | 365 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 16443 | |
| n | 13261 | |
| a | 13195 | |
| r | 12932 | |
| o | 11024 | 8.5% |
| i | 9225 | 7.1% |
| l | 7557 | 5.8% |
| t | 7140 | 5.5% |
| s | 5622 | 4.3% |
| y | 3848 | 3.0% |
| Other values (16) | 29405 |
| Value | Count | Frequency (%) |
| B | 3476 | |
| J | 3181 | 10.6% |
| M | 2860 | 9.5% |
| D | 2252 | 7.5% |
| S | 2047 | 6.8% |
| T | 1860 | 6.2% |
| C | 1838 | 6.1% |
| R | 1776 | 5.9% |
| K | 1442 | 4.8% |
| G | 1242 | 4.1% |
| Other values (15) | 8169 |
| Value | Count | Frequency (%) |
| . | 244 | |
| ' | 121 |
| Value | Count | Frequency (%) |
| 14748 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 159795 | |
| Common | 15113 | 8.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 16443 | 10.3% |
| n | 13261 | 8.3% |
| a | 13195 | 8.3% |
| r | 12932 | 8.1% |
| o | 11024 | 6.9% |
| i | 9225 | 5.8% |
| l | 7557 | 4.7% |
| t | 7140 | 4.5% |
| s | 5622 | 3.5% |
| y | 3848 | 2.4% |
| Other values (41) | 59548 |
| Value | Count | Frequency (%) |
| 14748 | ||
| . | 244 | 1.6% |
| ' | 121 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 174908 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 16443 | 9.4% |
| 14748 | 8.4% | |
| n | 13261 | 7.6% |
| a | 13195 | 7.5% |
| r | 12932 | 7.4% |
| o | 11024 | 6.3% |
| i | 9225 | 5.3% |
| l | 7557 | 4.3% |
| t | 7140 | 4.1% |
| s | 5622 | 3.2% |
| Other values (44) | 63761 |
| Distinct | 14484 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.77925616 |
|---|---|
| Minimum | -53.77891723 |
| Maximum | 329.5627157 |
| Zeros | 143 |
| Zeros (%) | 0.9% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -53.77891723 |
|---|---|
| 5-th percentile | 8.521930517 |
| Q1 | 53.15128642 |
| median | 89.3158015 |
| Q3 | 130.3377177 |
| 95-th percentile | 199.1002613 |
| Maximum | 329.5627157 |
| Range | 383.341633 |
| Interquartile range (IQR) | 77.18643125 |
Descriptive statistics
| Standard deviation | 57.44808111 |
|---|---|
| Coefficient of variation (CV) | 0.6061250472 |
| Kurtosis | 0.1750762959 |
| Mean | 94.77925616 |
| Median Absolute Deviation (MAD) | 38.12342702 |
| Skewness | 0.5372502959 |
| Sum | 1388326.544 |
| Variance | 3300.282023 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143 | 0.9% |
| 112.90158 | 7 | < 0.1% |
| 103.37976 | 4 | < 0.1% |
| 66.19932 | 2 | < 0.1% |
| 18.53840057 | 2 | < 0.1% |
| 111.99474 | 2 | < 0.1% |
| 16.32312 | 2 | < 0.1% |
| 32.64624 | 2 | < 0.1% |
| 98.84556 | 2 | < 0.1% |
| 39.38276571 | 2 | < 0.1% |
| Other values (14474) | 14480 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -53.77891723 | 1 | |
| -46.72090776 | 1 | |
| -46.32953303 | 1 | |
| -44.9854437 | 1 | |
| -44.03228579 | 1 |
| Value | Count | Frequency (%) |
| 329.5627157 | 1 | |
| 317.472758 | 1 | |
| 313.8283835 | 1 | |
| 308.762381 | 1 | |
| 306.8441324 | 1 |
| Distinct | 14508 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.76545474 |
|---|---|
| Minimum | -47.28686682 |
| Maximum | 327.7165449 |
| Zeros | 127 |
| Zeros (%) | 0.8% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -47.28686682 |
|---|---|
| 5-th percentile | 8.304524481 |
| Q1 | 53.49344329 |
| median | 89.688689 |
| Q3 | 130.0991619 |
| 95-th percentile | 198.2504889 |
| Maximum | 327.7165449 |
| Range | 375.0034117 |
| Interquartile range (IQR) | 76.60571864 |
Descriptive statistics
| Standard deviation | 56.96941638 |
|---|---|
| Coefficient of variation (CV) | 0.6011622752 |
| Kurtosis | 0.1493478724 |
| Mean | 94.76545474 |
| Median Absolute Deviation (MAD) | 38.01095883 |
| Skewness | 0.5261894035 |
| Sum | 1388124.381 |
| Variance | 3245.514403 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127 | 0.8% |
| 112.90158 | 5 | < 0.1% |
| 111.99474 | 2 | < 0.1% |
| 16.12879714 | 2 | < 0.1% |
| 112.44816 | 2 | < 0.1% |
| 61.28942914 | 2 | < 0.1% |
| 74.8143 | 2 | < 0.1% |
| 23.12442 | 2 | < 0.1% |
| 108.8208 | 2 | < 0.1% |
| 102.0195 | 2 | < 0.1% |
| Other values (14498) | 14500 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -47.28686682 | 1 | |
| -45.34443419 | 1 | |
| -45.31072334 | 1 | |
| -42.39555711 | 1 | |
| -36.56794713 | 1 |
| Value | Count | Frequency (%) |
| 327.7165449 | 1 | |
| 310.130678 | 1 | |
| 307.0342645 | 1 | |
| 300.7618581 | 1 | |
| 300.2340833 | 1 |
| Distinct | 14639 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.255064318 |
|---|---|
| Minimum | -242.4876783 |
| Maximum | 107.6857927 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -242.4876783 |
|---|---|
| 5-th percentile | -47.97217805 |
| Q1 | -8.232100357 |
| median | 2.000310928 |
| Q3 | 12.05119042 |
| 95-th percentile | 28.7490017 |
| Maximum | 107.6857927 |
| Range | 350.173471 |
| Interquartile range (IQR) | 20.28329078 |
Descriptive statistics
| Standard deviation | 25.01341343 |
|---|---|
| Coefficient of variation (CV) | -19.92998532 |
| Kurtosis | 8.607723311 |
| Mean | -1.255064318 |
| Median Absolute Deviation (MAD) | 10.12860308 |
| Skewness | -2.031500984 |
| Sum | -18384.18212 |
| Variance | 625.6708515 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | < 0.1% |
| -53.72990741 | 4 | < 0.1% |
| 10.02401086 | 1 | < 0.1% |
| 2.58033005 | 1 | < 0.1% |
| -13.68815605 | 1 | < 0.1% |
| -14.73415585 | 1 | < 0.1% |
| -20.13176973 | 1 | < 0.1% |
| 15.62799919 | 1 | < 0.1% |
| -162.7702035 | 1 | < 0.1% |
| -16.43026755 | 1 | < 0.1% |
| Other values (14629) | 14629 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -242.4876783 | 1 | |
| -219.8568212 | 1 | |
| -218.5666727 | 1 | |
| -184.7572013 | 1 | |
| -181.8674518 | 1 |
| Value | Count | Frequency (%) |
| 107.6857927 | 1 | |
| 96.52736668 | 1 | |
| 91.30240285 | 1 | |
| 87.75340874 | 1 | |
| 87.62245463 | 1 |
| Distinct | 14643 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.277486581 |
|---|---|
| Minimum | -218.5685995 |
| Maximum | 107.0874614 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -218.5685995 |
|---|---|
| 5-th percentile | -50.02761506 |
| Q1 | -8.074793465 |
| median | 2.145893642 |
| Q3 | 12.0203684 |
| 95-th percentile | 29.15086191 |
| Maximum | 107.0874614 |
| Range | 325.6560609 |
| Interquartile range (IQR) | 20.09516186 |
Descriptive statistics
| Standard deviation | 25.53262038 |
|---|---|
| Coefficient of variation (CV) | -19.98660554 |
| Kurtosis | 8.188142431 |
| Mean | -1.277486581 |
| Median Absolute Deviation (MAD) | 10.03345362 |
| Skewness | -2.019629517 |
| Sum | -18712.62344 |
| Variance | 651.9147034 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 20.28665104 | 1 | < 0.1% |
| -6.163706965 | 1 | < 0.1% |
| 12.77717374 | 1 | < 0.1% |
| -13.36465059 | 1 | < 0.1% |
| 5.931276079 | 1 | < 0.1% |
| -17.33901987 | 1 | < 0.1% |
| -0.5600119717 | 1 | < 0.1% |
| 26.42935807 | 1 | < 0.1% |
| 9.724740556 | 1 | < 0.1% |
| Other values (14633) | 14633 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -218.5685995 | 1 | |
| -205.0499002 | 1 | |
| -196.8779691 | 1 | |
| -196.3051457 | 1 | |
| -195.7511249 | 1 |
| Value | Count | Frequency (%) |
| 107.0874614 | 1 | |
| 93.61848838 | 1 | |
| 90.25563716 | 1 | |
| 86.92383206 | 1 | |
| 82.03837452 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5750242051 |
|---|---|
| Minimum | 0.05981049406 |
| Maximum | 0.9671966037 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.05981049406 |
|---|---|
| 5-th percentile | 0.2628552775 |
| Q1 | 0.4467219925 |
| median | 0.5863831495 |
| Q3 | 0.7134845932 |
| 95-th percentile | 0.8476628419 |
| Maximum | 0.9671966037 |
| Range | 0.9073861096 |
| Interquartile range (IQR) | 0.2667626007 |
Descriptive statistics
| Standard deviation | 0.1780393333 |
|---|---|
| Coefficient of variation (CV) | 0.3096205894 |
| Kurtosis | -0.6408765304 |
| Mean | 0.5750242051 |
| Median Absolute Deviation (MAD) | 0.1324194327 |
| Skewness | -0.2460345363 |
| Sum | 8422.954556 |
| Variance | 0.0316980042 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6516163544 | 1 | < 0.1% |
| 0.6073419744 | 1 | < 0.1% |
| 0.5332958667 | 1 | < 0.1% |
| 0.7286681328 | 1 | < 0.1% |
| 0.7634683348 | 1 | < 0.1% |
| 0.6187851316 | 1 | < 0.1% |
| 0.5147469837 | 1 | < 0.1% |
| 0.376081639 | 1 | < 0.1% |
| 0.1729692971 | 1 | < 0.1% |
| 0.7270145108 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 0.05981049406 | 1 | |
| 0.07022884764 | 1 | |
| 0.08621392691 | 1 | |
| 0.09409773263 | 1 | |
| 0.09635631354 | 1 |
| Value | Count | Frequency (%) |
| 0.9671966037 | 1 | |
| 0.9659098421 | 1 | |
| 0.9645292361 | 1 | |
| 0.9593245034 | 1 | |
| 0.9592037517 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4249757949 |
|---|---|
| Minimum | 0.03280339633 |
| Maximum | 0.9401895059 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0.03280339633 |
|---|---|
| 5-th percentile | 0.1523371581 |
| Q1 | 0.2865154068 |
| median | 0.4136168505 |
| Q3 | 0.5532780075 |
| 95-th percentile | 0.7371447225 |
| Maximum | 0.9401895059 |
| Range | 0.9073861096 |
| Interquartile range (IQR) | 0.2667626007 |
Descriptive statistics
| Standard deviation | 0.1780393333 |
|---|---|
| Coefficient of variation (CV) | 0.4189399383 |
| Kurtosis | -0.6408765304 |
| Mean | 0.4249757949 |
| Median Absolute Deviation (MAD) | 0.1324194327 |
| Skewness | 0.2460345363 |
| Sum | 6225.045444 |
| Variance | 0.0316980042 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5659450013 | 1 | < 0.1% |
| 0.5721044054 | 1 | < 0.1% |
| 0.2224739755 | 1 | < 0.1% |
| 0.1941181588 | 1 | < 0.1% |
| 0.5418954899 | 1 | < 0.1% |
| 0.2459715205 | 1 | < 0.1% |
| 0.405419478 | 1 | < 0.1% |
| 0.6330560327 | 1 | < 0.1% |
| 0.299958415 | 1 | < 0.1% |
| 0.2553907051 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 0.03280339633 | 1 | |
| 0.03409015793 | 1 | |
| 0.03547076391 | 1 | |
| 0.04067549657 | 1 | |
| 0.04079624833 | 1 |
| Value | Count | Frequency (%) |
| 0.9401895059 | 1 | |
| 0.9297711524 | 1 | |
| 0.9137860731 | 1 | |
| 0.9059022674 | 1 | |
| 0.9036436865 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.8549614 |
|---|---|
| Minimum | -385.7371097 |
| Maximum | 713.6952217 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -385.7371097 |
|---|---|
| 5-th percentile | -101.7499371 |
| Q1 | 14.71708028 |
| median | 104.8991855 |
| Q3 | 198.56109 |
| 95-th percentile | 332.0016659 |
| Maximum | 713.6952217 |
| Range | 1099.432331 |
| Interquartile range (IQR) | 183.8440097 |
Descriptive statistics
| Standard deviation | 133.2980202 |
|---|---|
| Coefficient of variation (CV) | 1.23590068 |
| Kurtosis | -0.01697591414 |
| Mean | 107.8549614 |
| Median Absolute Deviation (MAD) | 92.03637607 |
| Skewness | 0.1244690453 |
| Sum | 1579859.475 |
| Variance | 17768.3622 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 141.7820978 | 1 | < 0.1% |
| -10.33701866 | 1 | < 0.1% |
| 218.5962076 | 1 | < 0.1% |
| -43.03160809 | 1 | < 0.1% |
| 128.626511 | 1 | < 0.1% |
| 148.7399582 | 1 | < 0.1% |
| 45.18766804 | 1 | < 0.1% |
| -4.944682954 | 1 | < 0.1% |
| 251.369766 | 1 | < 0.1% |
| 163.3545686 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -385.7371097 | 1 | |
| -381.0375005 | 1 | |
| -358.012052 | 1 | |
| -357.951 | 1 | |
| -337.6318929 | 1 |
| Value | Count | Frequency (%) |
| 713.6952217 | 1 | |
| 634.0379212 | 1 | |
| 628.5804832 | 1 | |
| 609.9818066 | 1 | |
| 578.5856365 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.25372126 |
|---|---|
| Minimum | -413.9716592 |
| Maximum | 605.0981794 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -413.9716592 |
|---|---|
| 5-th percentile | -120.34873 |
| Q1 | -6.171506728 |
| median | 82.77768711 |
| Q3 | 175.6722255 |
| 95-th percentile | 310.6755068 |
| Maximum | 605.0981794 |
| Range | 1019.069839 |
| Interquartile range (IQR) | 181.8437323 |
Descriptive statistics
| Standard deviation | 131.595488 |
|---|---|
| Coefficient of variation (CV) | 1.508193417 |
| Kurtosis | -0.08514296754 |
| Mean | 87.25372126 |
| Median Absolute Deviation (MAD) | 90.71727087 |
| Skewness | 0.1677685271 |
| Sum | 1278092.509 |
| Variance | 17317.37246 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 352.7584792 | 1 | < 0.1% |
| 110.3336834 | 1 | < 0.1% |
| 259.8460121 | 1 | < 0.1% |
| 93.8707253 | 1 | < 0.1% |
| 9.814660926 | 1 | < 0.1% |
| -87.76367319 | 1 | < 0.1% |
| 49.471347 | 1 | < 0.1% |
| 301.3673503 | 1 | < 0.1% |
| -52.21271306 | 1 | < 0.1% |
| 166.9726378 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -413.9716592 | 1 | |
| -351.0493358 | 1 | |
| -340.8278917 | 1 | |
| -331.0410859 | 1 | |
| -324.974319 | 1 |
| Value | Count | Frequency (%) |
| 605.0981794 | 1 | |
| 600.417397 | 1 | |
| 568.7844014 | 1 | |
| 563.9058408 | 1 | |
| 562.2972799 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.08682669 |
|---|---|
| Minimum | -46.32953303 |
| Maximum | 327.7165449 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -46.32953303 |
|---|---|
| 5-th percentile | 10.83280508 |
| Q1 | 53.92967583 |
| median | 90.5079474 |
| Q3 | 131.832023 |
| 95-th percentile | 200.7191423 |
| Maximum | 327.7165449 |
| Range | 374.0460779 |
| Interquartile range (IQR) | 77.90234718 |
Descriptive statistics
| Standard deviation | 57.77102922 |
|---|---|
| Coefficient of variation (CV) | 0.6012377681 |
| Kurtosis | 0.1610348444 |
| Mean | 96.08682669 |
| Median Absolute Deviation (MAD) | 38.76495716 |
| Skewness | 0.5377336055 |
| Sum | 1407479.837 |
| Variance | 3337.491817 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 127.4722872 | 1 | < 0.1% |
| 93.70195356 | 1 | < 0.1% |
| 28.2380334 | 1 | < 0.1% |
| 33.6351299 | 1 | < 0.1% |
| 115.7867946 | 1 | < 0.1% |
| 53.79905648 | 1 | < 0.1% |
| 87.78745916 | 1 | < 0.1% |
| 35.10231106 | 1 | < 0.1% |
| 134.0550095 | 1 | < 0.1% |
| 263.8633588 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -46.32953303 | 1 | |
| -46.17567085 | 1 | |
| -45.58258079 | 1 | |
| -45.34443419 | 1 | |
| -45.31072334 | 1 |
| Value | Count | Frequency (%) |
| 327.7165449 | 1 | |
| 317.472758 | 1 | |
| 310.130678 | 1 | |
| 307.0342645 | 1 | |
| 306.8441324 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.0142814 |
|---|---|
| Minimum | -53.77891723 |
| Maximum | 329.5627157 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | -53.77891723 |
|---|---|
| 5-th percentile | 9.23289783 |
| Q1 | 52.35154519 |
| median | 88.75857522 |
| Q3 | 129.9368506 |
| 95-th percentile | 197.5245344 |
| Maximum | 329.5627157 |
| Range | 383.341633 |
| Interquartile range (IQR) | 77.58530541 |
Descriptive statistics
| Standard deviation | 57.17103537 |
|---|---|
| Coefficient of variation (CV) | 0.6081101139 |
| Kurtosis | 0.1215686197 |
| Mean | 94.0142814 |
| Median Absolute Deviation (MAD) | 38.34189743 |
| Skewness | 0.5221166763 |
| Sum | 1377121.194 |
| Variance | 3268.527285 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 189.1237833 | 1 | < 0.1% |
| 76.11507985 | 1 | < 0.1% |
| 25.67927302 | 1 | < 0.1% |
| 61.38663408 | 1 | < 0.1% |
| 46.69021571 | 1 | < 0.1% |
| 88.10079053 | 1 | < 0.1% |
| 132.5402673 | 1 | < 0.1% |
| 151.8607871 | 1 | < 0.1% |
| 68.63973446 | 1 | < 0.1% |
| 62.96326655 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| -53.77891723 | 1 | |
| -47.28686682 | 1 | |
| -46.72090776 | 1 | |
| -44.9854437 | 1 | |
| -44.16826559 | 1 |
| Value | Count | Frequency (%) |
| 329.5627157 | 1 | |
| 313.8283835 | 1 | |
| 308.762381 | 1 | |
| 305.2544619 | 1 | |
| 303.4066509 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1504.174053 |
|---|---|
| Minimum | 1164.327676 |
| Maximum | 1814.366226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1164.327676 |
|---|---|
| 5-th percentile | 1334.094904 |
| Q1 | 1432.405966 |
| median | 1505.163207 |
| Q3 | 1578.430253 |
| 95-th percentile | 1670.188472 |
| Maximum | 1814.366226 |
| Range | 650.0385505 |
| Interquartile range (IQR) | 146.0242875 |
Descriptive statistics
| Standard deviation | 102.6279434 |
|---|---|
| Coefficient of variation (CV) | 0.06822876858 |
| Kurtosis | -0.3895373628 |
| Mean | 1504.174053 |
| Median Absolute Deviation (MAD) | 73.06363961 |
| Skewness | -0.07067251212 |
| Sum | 22033141.53 |
| Variance | 10532.49476 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1436.327514 | 1 | < 0.1% |
| 1488.278009 | 1 | < 0.1% |
| 1439.357114 | 1 | < 0.1% |
| 1557.752015 | 1 | < 0.1% |
| 1565.788688 | 1 | < 0.1% |
| 1433.67435 | 1 | < 0.1% |
| 1303.064795 | 1 | < 0.1% |
| 1302.272149 | 1 | < 0.1% |
| 1497.549277 | 1 | < 0.1% |
| 1531.259799 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1164.327676 | 1 | |
| 1165.281244 | 1 | |
| 1171.971131 | 1 | |
| 1172.761385 | 1 | |
| 1176.416294 | 1 |
| Value | Count | Frequency (%) |
| 1814.366226 | 1 | |
| 1806.39016 | 1 | |
| 1795.514049 | 1 | |
| 1793.913721 | 1 | |
| 1792.062223 | 1 |
| Distinct | 14648 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2162 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1502.784516 |
|---|---|
| Minimum | 1149.699743 |
| Maximum | 1806.22359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 1149.699743 |
|---|---|
| 5-th percentile | 1332.247478 |
| Q1 | 1431.987497 |
| median | 1505.105619 |
| Q3 | 1575.017243 |
| 95-th percentile | 1664.711202 |
| Maximum | 1806.22359 |
| Range | 656.5238466 |
| Interquartile range (IQR) | 143.0297462 |
Descriptive statistics
| Standard deviation | 101.1324172 |
|---|---|
| Coefficient of variation (CV) | 0.06729668569 |
| Kurtosis | -0.3489191374 |
| Mean | 1502.784516 |
| Median Absolute Deviation (MAD) | 71.53567995 |
| Skewness | -0.107955453 |
| Sum | 22012787.59 |
| Variance | 10227.76581 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1505.391056 | 1 | < 0.1% |
| 1616.624459 | 1 | < 0.1% |
| 1601.517234 | 1 | < 0.1% |
| 1345.764546 | 1 | < 0.1% |
| 1353.471628 | 1 | < 0.1% |
| 1527.350175 | 1 | < 0.1% |
| 1495.428043 | 1 | < 0.1% |
| 1579.797852 | 1 | < 0.1% |
| 1328.817956 | 1 | < 0.1% |
| 1656.14034 | 1 | < 0.1% |
| Other values (14638) | 14638 | |
| (Missing) | 2162 | 12.9% |
| Value | Count | Frequency (%) |
| 1149.699743 | 1 | |
| 1152.474651 | 1 | |
| 1162.565068 | 1 | |
| 1178.619045 | 1 | |
| 1181.14977 | 1 |
| Value | Count | Frequency (%) |
| 1806.22359 | 1 | |
| 1800.256592 | 1 | |
| 1798.835806 | 1 | |
| 1789.874163 | 1 | |
| 1789.559906 | 1 |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.61778703 |
|---|---|
| Minimum | 0 |
| Maximum | 72 |
| Zeros | 552 |
| Zeros (%) | 3.3% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 14 |
| median | 21 |
| Q3 | 28 |
| 95-th percentile | 41 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.25187244 |
|---|---|
| Coefficient of variation (CV) | 0.5204914092 |
| Kurtosis | 0.002351717958 |
| Mean | 21.61778703 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.3436779558 |
| Sum | 363395 |
| Variance | 126.6046333 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 1125 | 6.7% |
| 20 | 1070 | 6.4% |
| 24 | 1066 | 6.3% |
| 27 | 895 | 5.3% |
| 14 | 891 | 5.3% |
| 10 | 804 | 4.8% |
| 7 | 778 | 4.6% |
| 21 | 753 | 4.5% |
| 13 | 750 | 4.5% |
| 31 | 694 | 4.1% |
| Other values (58) | 7984 |
| Value | Count | Frequency (%) |
| 0 | 552 | |
| 2 | 19 | 0.1% |
| 3 | 345 | |
| 4 | 1 | < 0.1% |
| 5 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 72 | 1 | |
| 70 | 1 | |
| 66 | 1 | |
| 65 | 1 | |
| 64 | 1 |
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.74301011 |
|---|---|
| Minimum | 0 |
| Maximum | 73 |
| Zeros | 967 |
| Zeros (%) | 5.8% |
| Memory size | 131.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 17 |
| Q3 | 26 |
| 95-th percentile | 38 |
| Maximum | 73 |
| Range | 73 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 10.81629853 |
|---|---|
| Coefficient of variation (CV) | 0.5770843884 |
| Kurtosis | -0.1140888874 |
| Mean | 18.74301011 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.3608495157 |
| Sum | 315070 |
| Variance | 116.9923139 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 1256 | 7.5% |
| 10 | 1081 | 6.4% |
| 7 | 1074 | 6.4% |
| 14 | 1070 | 6.4% |
| 0 | 967 | 5.8% |
| 24 | 967 | 5.8% |
| 20 | 937 | 5.6% |
| 21 | 844 | 5.0% |
| 13 | 835 | 5.0% |
| 27 | 691 | 4.1% |
| Other values (53) | 7088 |
| Value | Count | Frequency (%) |
| 0 | 967 | |
| 2 | 18 | 0.1% |
| 3 | 568 | |
| 5 | 10 | 0.1% |
| 6 | 473 |
| Value | Count | Frequency (%) |
| 73 | 1 | |
| 66 | 1 | |
| 65 | 1 | |
| 63 | 2 | |
| 62 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| date | season | neutral | playoff | team1 | team2 | elo1_pre | elo2_pre | elo_prob1 | elo_prob2 | elo1_post | elo2_post | qbelo1_pre | qbelo2_pre | qb1 | qb2 | qb1_value_pre | qb2_value_pre | qb1_adj | qb2_adj | qbelo_prob1 | qbelo_prob2 | qb1_game_value | qb2_game_value | qb1_value_post | qb2_value_post | qbelo1_post | qbelo2_post | score1 | score2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1920-09-26 | 1920 | 0 | NaN | RII | STP | 1503.947 | 1300.000 | 0.824651 | 0.175349 | 1516.108 | 1287.838 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 48 | 0 |
| 1 | 1920-10-03 | 1920 | 0 | NaN | CBD | PTQ | 1504.688 | 1300.000 | 0.825267 | 0.174733 | 1516.803 | 1287.885 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 48 | 0 |
| 2 | 1920-10-03 | 1920 | 0 | NaN | CHI | MUT | 1368.333 | 1300.000 | 0.682986 | 0.317014 | 1386.533 | 1281.800 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 20 | 0 |
| 3 | 1920-10-03 | 1920 | 0 | NaN | RII | MUN | 1516.108 | 1478.004 | 0.644171 | 0.355829 | 1542.135 | 1451.977 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 45 | 0 |
| 4 | 1920-10-03 | 1920 | 0 | NaN | DAY | COL | 1493.002 | 1504.908 | 0.575819 | 0.424181 | 1515.434 | 1482.475 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14 | 0 |
| 5 | 1920-10-03 | 1920 | 0 | NaN | RCH | ABU | 1503.420 | 1300.000 | 0.824212 | 0.175788 | 1510.934 | 1292.486 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 | 0 |
| 6 | 1920-10-03 | 1920 | 0 | NaN | BFF | WBU | 1478.004 | 1300.000 | 0.802000 | 0.198000 | 1489.757 | 1288.247 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 32 | 6 |
| 7 | 1920-10-03 | 1920 | 0 | NaN | AKR | WHE | 1503.420 | 1300.000 | 0.824212 | 0.175788 | 1515.278 | 1288.142 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 43 | 0 |
| 8 | 1920-10-10 | 1920 | 0 | NaN | RII | HAM | 1542.135 | 1444.259 | 0.718613 | 0.281387 | 1559.405 | 1426.990 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 26 | 0 |
| 9 | 1920-10-10 | 1920 | 0 | NaN | RCH | FTP | 1510.934 | 1300.000 | 0.830391 | 0.169609 | 1523.607 | 1287.327 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 66 | 0 |
Last rows
| date | season | neutral | playoff | team1 | team2 | elo1_pre | elo2_pre | elo_prob1 | elo_prob2 | elo1_post | elo2_post | qbelo1_pre | qbelo2_pre | qb1 | qb2 | qb1_value_pre | qb2_value_pre | qb1_adj | qb2_adj | qbelo_prob1 | qbelo_prob2 | qb1_game_value | qb2_game_value | qb1_value_post | qb2_value_post | qbelo1_post | qbelo2_post | score1 | score2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16800 | 2021-01-10 | 2020 | 0 | w | TEN | BAL | 1599.076599 | 1654.215004 | 0.514188 | 0.485812 | 1577.595826 | 1675.695777 | 1571.696393 | 1651.052726 | Ryan Tannehill | Lamar Jackson | 216.955557 | 249.565673 | 13.788832 | 13.149588 | 0.425714 | 0.574286 | 125.204096 | 185.761196 | 207.780411 | 243.185225 | 1554.400295 | 1668.348824 | 13 | 20 |
| 16801 | 2021-01-10 | 2020 | 0 | w | NO | CHI | 1695.683599 | 1500.118465 | 0.817565 | 0.182435 | 1704.051294 | 1491.750770 | 1730.534638 | 1497.160456 | Drew Brees | Mitchell Trubisky | 222.286925 | 164.839331 | -0.486265 | 18.324404 | 0.849820 | 0.150180 | 267.126273 | 200.161549 | 226.770860 | 168.371552 | 1737.311296 | 1490.383798 | 21 | 9 |
| 16802 | 2021-01-10 | 2020 | 0 | w | PIT | CLE | 1572.161442 | 1516.981769 | 0.666369 | 0.333631 | 1537.130486 | 1552.012725 | 1578.445722 | 1536.927531 | Ben Roethlisberger | Baker Mayfield | 204.930263 | 164.489312 | 8.898918 | 13.347869 | 0.619443 | 0.380557 | 345.501015 | 346.773860 | 218.987338 | 182.717766 | 1546.428911 | 1568.944343 | 37 | 48 |
| 16803 | 2021-01-16 | 2020 | 0 | d | GB | LAR | 1700.226062 | 1620.498535 | 0.697014 | 0.302986 | 1715.623187 | 1605.101409 | 1674.786093 | 1633.700632 | Aaron Rodgers | Jared Goff | 266.649955 | 161.674529 | 28.306986 | 4.218816 | 0.710875 | 0.289125 | 366.690032 | 126.791750 | 276.653962 | 158.186251 | 1689.406792 | 1619.079933 | 32 | 18 |
| 16804 | 2021-01-16 | 2020 | 0 | d | BUF | BAL | 1700.538009 | 1675.695777 | 0.626487 | 0.373513 | 1719.974149 | 1656.259637 | 1688.252986 | 1668.348824 | Josh Allen | Lamar Jackson | 289.086698 | 243.185225 | 46.785285 | 9.301885 | 0.652886 | 0.347114 | 131.120182 | 12.093747 | 273.290046 | 220.076077 | 1706.159766 | 1650.442044 | 17 | 3 |
| 16805 | 2021-01-17 | 2020 | 0 | d | KC | CLE | 1712.652090 | 1552.012725 | 0.785647 | 0.214353 | 1719.618921 | 1545.045894 | 1711.217029 | 1568.944343 | Patrick Mahomes | Baker Mayfield | 273.850726 | 182.717766 | 10.481296 | 21.794703 | 0.789927 | 0.210073 | 252.952255 | 107.241204 | 271.760879 | 175.170110 | 1718.032247 | 1562.129125 | 22 | 17 |
| 16806 | 2021-01-17 | 2020 | 0 | d | NO | TB | 1704.051294 | 1645.074008 | 0.671212 | 0.328788 | 1669.939047 | 1679.186255 | 1737.311296 | 1624.424406 | Drew Brees | Tom Brady | 226.770860 | 221.777906 | 1.780016 | 22.859835 | 0.705859 | 0.294141 | -58.497561 | 221.469763 | 198.244018 | 221.747091 | 1700.946212 | 1660.789489 | 20 | 30 |
| 16807 | 2021-01-24 | 2020 | 0 | c | GB | TB | 1715.623187 | 1679.186255 | 0.641968 | 0.358032 | 1691.506146 | 1703.303296 | 1689.406792 | 1660.789489 | Aaron Rodgers | Tom Brady | 276.653962 | 221.747091 | 31.893640 | 21.701436 | 0.629191 | 0.370809 | 198.493608 | 121.078453 | 268.837927 | 211.680227 | 1665.877222 | 1684.319058 | 26 | 31 |
| 16808 | 2021-01-24 | 2020 | 0 | c | KC | BUF | 1719.618921 | 1719.974149 | 0.591972 | 0.408028 | 1741.087279 | 1698.505791 | 1718.032247 | 1706.159766 | Patrick Mahomes | Josh Allen | 271.760879 | 273.290046 | 8.912308 | 36.547695 | 0.535637 | 0.464363 | 376.765350 | 241.765435 | 282.261326 | 270.137585 | 1742.902172 | 1681.289840 | 38 | 24 |
| 16809 | 2021-02-07 | 2020 | 1 | s | TB | KC | 1703.303296 | 1741.087279 | 0.539087 | 0.460913 | 1731.853895 | 1712.536681 | 1684.319058 | 1742.902172 | Tom Brady | Patrick Mahomes | 211.680227 | 282.261326 | 15.582933 | 13.716916 | 0.466206 | 0.533794 | 228.983454 | -4.844781 | 213.410550 | 253.550716 | 1718.154941 | 1709.066290 | 31 | 9 |